Who it picked instead
The company the assistant picked most often in San Jose.
IRBIS Air, Plumbing & Electrical
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1598 reviews
“IRBIS was picked first in all six answers for its same-day service, upfront flat-rate estimates, credentials, warranties, and online booking.”
What would change it
Where the assistant found the answer on another site and not on this one.
IRBIS states upfront flat-rate estimates and no parts markup; CPI says transparent pricing but the reviewed service page does not display diagnostic or repair prices.
https://www.irbishvac.com/IRBIS highlights Carrier credentials, NATE-certified technicians, and extended warranties; the reviewed CPI pages list technician licensing but no comparable manufacturer credentials or warranty terms.
https://www.irbishvac.com/IRBIS had 1,598 Google reviews in the market file compared with CPI’s 129 in the supplied lead data.
https://www.irbishvac.com/
Pages the assistant read
What it opened on this company's own site before answering.
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